{"id":25521365,"date":"2022-04-19T13:54:02","date_gmt":"2022-04-19T08:24:02","guid":{"rendered":"https:\/\/entri.app\/blog\/?p=25521365"},"modified":"2023-12-01T17:28:35","modified_gmt":"2023-12-01T11:58:35","slug":"benefits-of-machine-learning-in-medicine-and-healthcare","status":"publish","type":"post","link":"https:\/\/entri.app\/blog\/benefits-of-machine-learning-in-medicine-and-healthcare\/","title":{"rendered":"Benefits Of Machine Learning In Medicine And Healthcare?"},"content":{"rendered":"<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_79_2 counter-hierarchy ez-toc-counter ez-toc-custom ez-toc-container-direction\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">Table of Contents<\/p>\n<label for=\"ez-toc-cssicon-toggle-item-69d0eb8b02709\" class=\"ez-toc-cssicon-toggle-label\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/label><input type=\"checkbox\"  id=\"ez-toc-cssicon-toggle-item-69d0eb8b02709\"  aria-label=\"Toggle\" \/><nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/entri.app\/blog\/benefits-of-machine-learning-in-medicine-and-healthcare\/#Benefits_of_Machine_Learning_in_Healthcare\" >Benefits of Machine Learning in Healthcare<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/entri.app\/blog\/benefits-of-machine-learning-in-medicine-and-healthcare\/#The_Advantage_of_Machine_Learning_in_Healthcare\" >The Advantage of Machine Learning in Healthcare<\/a><\/li><\/ul><\/nav><\/div>\n<p>Machine learning (ML) is a subclass of artificial intelligence technology, where algorithms process large data sets to detect patterns, learn from them, and execute tasks autonomously without being instructed on exactly how to address the problem. Healthcare is an industry that keeps up with the times as well. With the amount of data generated for each patient, machine learning algorithms in healthcare have a great potential.<\/p>\n<p style=\"text-align: center;\"><a href=\"https:\/\/entri.app\/courses\/data-science\/?utm_source=Blog&amp;utm_medium=Blog_inarticles&amp;utm_campaign=data-science\" target=\"_blank\" rel=\"noopener\"><strong>Want a Data Science and ML related training course? Check out Entri for guidance!<\/strong><\/a><\/p>\n<h2><span class=\"ez-toc-section\" id=\"Benefits_of_Machine_Learning_in_Healthcare\"><\/span><strong><span id=\"id-benefits-of-machine-learning-in-healthcare\">Benefits of Machine Learning in Healthcare<\/span><\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<ul>\n<li>\n<h3><strong><span id=\"id-2-smart-recordkeeping\">Smart Recordkeeping<\/span><\/strong><\/h3>\n<\/li>\n<\/ul>\n<p>It is challenging to keep a track of all the details of the patients and if the details are being updated everyday. This is because data entry is a monotonous task. However, it is also crucial for effective decision-making and better patient care. One of the uses of machine learning in healthcare is using optical character recognition (OCR) technology on physicians\u2019 handwriting, making the data entry fast and seamless. This data can then be analyzed by other machine learning tools to improve decision-making and patient care.<\/p>\n<p style=\"text-align: center;\"><a class=\"btn btn-default\" href=\"https:\/\/entri.app\/course\/data-science-and-machine-learning-course\/\">learn data science and machine learning course ! join now !<\/a><\/p>\n<ul>\n<li>\n<h3><strong><span id=\"id-10-drug-discovery-and-production\">Drug Discovery and Production<\/span><\/strong><\/h3>\n<\/li>\n<\/ul>\n<p>Based on the previously acquired data on active components in drugs and how they affect the <a href=\"https:\/\/entri.app\/blog\/list-of-indian-physicist\/\" target=\"_blank\" rel=\"noopener\">organism<\/a>, ML algorithms can model an active component that would work on another similar disease. This kind of\u00a0an approach can be used to develop a personal medication for patients with a unique set of illnesses or certain special requirements. In the future, this machine learning tool could be used in combination with nanotechnology for better drug delivery.<\/p>\n<ul>\n<li>\n<h3><strong><span id=\"id-12-infectious-disease-outbreak-prediction\">Infectious Disease Outbreak Prediction<\/span><\/strong><\/h3>\n<\/li>\n<\/ul>\n<p>COVID-19 pandemic has shown us how unprepared we were to an infectious disease outbreak of this size. It is worth mentioning that experts in the area have warned the government about the possibility of such an event for years. Now, we have tools based on machine learning that can help to detect the signs of an epidemic early on. The algorithms analyze the satellite data, news, and social media reports, even video sources to predict whether the disease has the potential to grow out of control.<\/p>\n<p style=\"text-align: center;\"><a href=\"https:\/\/entri.app\/courses\/data-science\/?utm_source=Blog&amp;utm_medium=Blog_inarticles&amp;utm_campaign=data-science\" target=\"_blank\" rel=\"noopener\"><strong>Check out the Entri App for more details on Data Science and ML related queries!\u00a0\u00a0<\/strong>\u00a0<\/a><\/p>\n<ul>\n<li>\n<h3><b>Better Radiotherapy<\/b><\/h3>\n<\/li>\n<\/ul>\n<p>One of the most sought-after applications of machine learning in healthcare is in the field of Radiology. There are many lesions, cancer foci, etc. which cannot be simply modeled using complex equations. Since ML-based algorithms learn from the multitude of different samples available on-hand, it becomes easier to diagnose and find the variables. One of the most popular uses of machine learning in medical image analysis is the classification of objects such as lesions into categories such as normal or abnormal, lesion or non-lesion, etc.<\/p>\n<ul>\n<li>\n<h3><strong>Machine Learning in Decision Making<\/strong><\/h3>\n<\/li>\n<\/ul>\n<p>AI has played a very important role in decision-making not only in the field of health care, but also in improving businesses by studying customer needs and evaluating any potential risk that a business might face. A powerful use case of artificial intelligence in decision-making is the use of surgical robots that can minimize errors and any variations and will eventually help in increasing the efficiency of your surgeons. They help implement complex surgeries with better flexibility and control than any other approach.<\/p>\n<table>\n<tbody>\n<tr>\n<td style=\"text-align: center;\" colspan=\"3\">\n<h5><span style=\"color: #ffffff;\"><strong>Are you aspiring for a booming career in IT? If YES, then dive in<\/strong><\/span><\/h5>\n<\/td>\n<\/tr>\n<tr>\n<td>\n<h5><a href=\"https:\/\/entri.app\/course\/full-stack-developer-course\/\"><strong>Full Stack Developer Course<\/strong><\/a><\/h5>\n<\/td>\n<td>\n<h5><a href=\"https:\/\/entri.app\/course\/python-programming-course\/\"><strong>Python Programming Course<\/strong><\/a><\/h5>\n<\/td>\n<td>\n<h5><a href=\"https:\/\/entri.app\/course\/data-science-and-machine-learning-course\/\"><strong>Data Science and Machine Learning Course<\/strong><\/a><\/h5>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2><span class=\"ez-toc-section\" id=\"The_Advantage_of_Machine_Learning_in_Healthcare\"><\/span><strong><span id=\"id-the-opportunities-machine-learning-for-healthcare-provides\">The Advantage of Machine Learning in Healthcare<\/span><\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>There is a huge advantage of <span data-sheets-value=\"{&quot;1&quot;:2,&quot;2&quot;:&quot;machine learning in healthcare, artificial intelligence and machine learning in healthcare&quot;}\" data-sheets-userformat=\"{&quot;2&quot;:4540,&quot;5&quot;:{&quot;1&quot;:[{&quot;1&quot;:2,&quot;2&quot;:0,&quot;5&quot;:{&quot;1&quot;:2,&quot;2&quot;:0}},{&quot;1&quot;:0,&quot;2&quot;:0,&quot;3&quot;:3},{&quot;1&quot;:1,&quot;2&quot;:0,&quot;4&quot;:1}]},&quot;6&quot;:{&quot;1&quot;:[{&quot;1&quot;:2,&quot;2&quot;:0,&quot;5&quot;:{&quot;1&quot;:2,&quot;2&quot;:0}},{&quot;1&quot;:0,&quot;2&quot;:0,&quot;3&quot;:3},{&quot;1&quot;:1,&quot;2&quot;:0,&quot;4&quot;:1}]},&quot;7&quot;:{&quot;1&quot;:[{&quot;1&quot;:2,&quot;2&quot;:0,&quot;5&quot;:{&quot;1&quot;:2,&quot;2&quot;:0}},{&quot;1&quot;:0,&quot;2&quot;:0,&quot;3&quot;:3},{&quot;1&quot;:1,&quot;2&quot;:0,&quot;4&quot;:1}]},&quot;8&quot;:{&quot;1&quot;:[{&quot;1&quot;:2,&quot;2&quot;:0,&quot;5&quot;:{&quot;1&quot;:2,&quot;2&quot;:0}},{&quot;1&quot;:0,&quot;2&quot;:0,&quot;3&quot;:3},{&quot;1&quot;:1,&quot;2&quot;:0,&quot;4&quot;:1}]},&quot;10&quot;:2,&quot;11&quot;:0,&quot;15&quot;:&quot;Arial&quot;}\">artificial intelligence and machine learning in healthcare. Some of them are as follows:<\/span><\/p>\n<ul>\n<li>It allows healthcare professionals to focus on patient care rather than spend time on information search or entry.<\/li>\n<li>There is a need for increase in diagnose accuracy. For example, machine learning has proven to be 92% accurate\u00a0in predicting the mortality of COVID-19 patients.<\/li>\n<li>Using machine learning in medicine can help to develop a more precise treatment plan. A lot of medical cases are unique and require a special approach for effective care and side effect reduction.<\/li>\n<\/ul>\n<p style=\"text-align: center;\"><a href=\"https:\/\/entri.app\/courses\/data-science\/?utm_source=Blog&amp;utm_medium=Blog_inarticles&amp;utm_campaign=data-science\" target=\"_blank\" rel=\"noopener\"><strong>Subscribe to Entri for more details on Data Science and ML training!<\/strong><\/a><\/p>\n<p>Entri provides <a href=\"https:\/\/entri.app\/course\/data-science-and-machine-learning-course\/\">video classes<\/a> as well on various important topics by the excellent faculties. One will get revision modules, monthly tests based on the classes. Entri provides an excellent platform with full-length mock tests including previous year question papers. It also gives you access to clarify your doubts.<\/p>\n<table>\n<tbody>\n<tr>\n<td style=\"text-align: center;\"><strong>Data Science Course in Different Cities<\/strong><\/td>\n<\/tr>\n<tr>\n<td><a href=\"https:\/\/entri.app\/course\/data-science-course-training-in-trivandrum\/\"><strong>Data Science Training Course in Trivandrum with Placement Assistance<\/strong><\/a><\/td>\n<\/tr>\n<tr>\n<td><a href=\"https:\/\/entri.app\/course\/data-science-course-training-in-thrissur\/\"><strong>Data Science Training Course in Thrissur with Placement Assistance<\/strong><\/a><\/td>\n<\/tr>\n<tr>\n<td><a href=\"https:\/\/entri.app\/course\/data-science-course-training-in-kochi\/\"><strong>Data Science Training Course in Kochi, Ernakulam with Placement Assistance<\/strong><\/a><\/td>\n<\/tr>\n<tr>\n<td><a href=\"https:\/\/entri.app\/course\/data-science-course-training-in-calicut\/\"><strong>Data Science Training Course in Calicut with Placement Assistance<\/strong><\/a><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n","protected":false},"excerpt":{"rendered":"<p>Machine learning (ML) is a subclass of artificial intelligence technology, where algorithms process large data sets to detect patterns, learn from them, and execute tasks autonomously without being instructed on exactly how to address the problem. Healthcare is an industry that keeps up with the times as well. With the amount of data generated for [&hellip;]<\/p>\n","protected":false},"author":81,"featured_media":25521535,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[802,1864],"tags":[],"class_list":["post-25521365","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-articles","category-data-science-ml"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.6 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Benefits Of Machine Learning In Medicine And Healthcare? - Entri Blog<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/entri.app\/blog\/benefits-of-machine-learning-in-medicine-and-healthcare\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Benefits Of Machine Learning In Medicine And Healthcare? - Entri Blog\" \/>\n<meta property=\"og:description\" content=\"Machine learning (ML) is a subclass of artificial intelligence technology, where algorithms process large data sets to detect patterns, learn from them, and execute tasks autonomously without being instructed on exactly how to address the problem. 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